05 · metrics & faq
What ships in the MVP — and what doesn't.
Honest numbers, an honest scope, and the questions clubs and judges actually ask.
PII leakage target
0%
No raw entity values forwarded to the LLM.
Supported languages
EN · DE · Mixed
English, German, and code-switched messages.
Pipeline mode
1 message
MVP processes one message at a time end-to-end.
Storage policy
Masked only
PostgreSQL stores masked text + analysis. No raw values.
Structured output
5 fields
Sentiment, topic, intent, urgency, recommended action.
Safety scans
2 gates
Pre-LLM masked-payload scan + post-LLM output scan.